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Choice of clear-sky model in solar forecasting
ArticleAbstract: This paper is concerned with the choice of clear-sky model in solar forecasting. This issue is discuPalabras claves:Autores:Dazhi YangFuentes:scopusClear-sky index space-time trajectories from probabilistic solar forecasts: Comparing promising copulas
ArticleAbstract: Short-term probabilistic solar forecasts are an important tool in decision-making processes in whichPalabras claves:Autores:Dazhi Yang, Munkhammar J., van der Meer D., Widén J.Fuentes:scopusComment: Operational aspects of solar forecasting
ArticleAbstract:Palabras claves:Autores:Dazhi YangFuentes:scopusAutomatic hourly solar forecasting using machine learning models
ArticleAbstract: Owing to its recent advance, machine learning has spawned a large collection of solar forecasting woPalabras claves:Automatic machine learning, Solar forecasting, R caret packageAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopusBenchmarks for solar radiation time series forecasting
ArticleAbstract: With an ever-increasing share of intermittent renewable energy in the world's energy mix, there is aPalabras claves:BENCHMARK, combination, Exponential smoothing, Filtering, Forecast, IrradiationAutores:Bright J.M., Dazhi Yang, Duchaud J.L., Gutiérrez L.A.G., Notton G., Voyant C.Fuentes:scopusBidirectional irradiance transposition based on the Perez model
ArticleAbstract: The Perez irradiance model offers a practical representation of solar irradiance by considering thePalabras claves:Inverse transposition, Perez model, Reference cells, Tropical regionsAutores:Dazhi Yang, Du H., Lim L.I., Nobre A.M., Reindl T., Walsh W.M., Ye Z.Fuentes:scopusBig data analytics for empowering milk yield pbkp_rediction in dairy supply chains
Conference ObjectAbstract: Accurate pbkp_rediction of daily milk production is a crucial aspect of the dairy industry. During tPalabras claves:Big Data Analytics, Milk Yield Pbkp_rediction, What-if AanalysisAutores:Akcan O., Chen X., Dazhi Yang, Lim J., Yan W.J.Fuentes:scopusAn archived dataset from the ECMWF Ensemble Pbkp_rediction System for probabilistic solar power forecasting
OtherAbstract: Ensemble numerical weather pbkp_rediction (NWP) is the backbone of the state-of-the-art solar forecaPalabras claves:ECMWF EPS, Forecast post-processing, Model chain, Publicly avaialable dataset, solar forecastingAutores:Dazhi Yang, Hong T., Kleissl J., Wang W.Fuentes:scopusAn ultra-fast way of searching weather analogs for renewable energy forecasting
ArticleAbstract: Analogs—weather patterns that highly resemble each other—have been widely adopted by the meteorologyPalabras claves:Analog, ensemble, forecasting, Similarity SearchAutores:Alessandrini S., Dazhi YangFuentes:scopusAnalyzing big time series data in solar engineering using features and PCA
ArticleAbstract: In solar engineering, we encounter big time series data such as the satellite-derived irradiance datPalabras claves:characterization, Principal Component Analysis, solar irradiance, Time series featuresAutores:Dazhi Yang, Dong Z., Lim L.I., Liu L.Fuentes:scopus